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Minkyu Kim

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#artificial intelligence May 2026

Locality-Aware Redundancy Pruning for LLM Depth Compression

It is shown that inter-layer redundancy can be either localized or globally distributed depending on the LLM architecture, and Representation Locality Score (RLS) is introduced, derived from global inter-layer hidden-state similarity.

Vincent-Daniel Yun, Youngrae Kim, Woosang Lim et al. · arXiv.org · 1 citation · ⚡1